#python Recent Posts - STEMGeeks

about 9 hours ago

Learn AI Series (#38) - Neural Networks From Scratch - Forward Pass Learn AI Series (#38) - Neural Networks From Scratch - Forward Pass What will I learn You will learn network architecture -- layers, neurons, and connections represented as matr

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1.699 STEM

1 day ago

Learn AI Series (#37) - The Perceptron - Where It All Started Learn AI Series (#37) - The Perceptron - Where It All Started What will I learn You will learn the perceptron -- the simplest artificial neuron and the ancestor of all neural net

13

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1.540 STEM

2 days ago

Learn AI Series (#36) - Mini Project - Complete ML Pipeline Learn AI Series (#36) - Mini Project - Complete ML Pipeline What will I learn You will learn how to build a complete ML pipeline from raw messy data to scored predictions --

14

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1.541 STEM

3 days ago

Learn AI Series (#35) - Data Ethics and Bias in ML Learn AI Series (#35) - Data Ethics and Bias in ML What will I learn You will learn how bias enters ML systems -- from data collection through deployment; the major types of

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22.057 STEM

4 days ago

Learn AI Series (#34) - ML Engineering - From Notebook to Production Learn AI Series (#34) - ML Engineering - From Notebook to Production What will I learn You will learn the gap between "works in Jupyter" and "works in production" -- and how to

31

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191.521 STEM

5 days ago

Learn AI Series (#33) - Ensemble Methods Deep Dive - Stacking and Blending Learn AI Series (#33) - Ensemble Methods Deep Dive - Stacking and Blending What will I learn You will learn stacking -- training a meta-learner on top of base model predictions t

14

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1.694 STEM

6 days ago

Learn AI Series (#32) - Bayesian Methods - Thinking in Probabilities Learn AI Series (#32) - Bayesian Methods - Thinking in Probabilities What will I learn You will learn Bayesian vs frequentist thinking -- two fundamentally different views of wh

15

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1.691 STEM

7 days ago

Learn AI Series (#31) - Word Embeddings - Meaning in Numbers Learn AI Series (#31) - Word Embeddings - Meaning in Numbers What will I learn You will learn why one-hot encoding and bag-of-words fail to capture meaning -- and how word embed

22

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186.820 STEM

8 days ago

Learn AI Series (#30) - Natural Language Processing - Text as Data Learn AI Series (#30) - Natural Language Processing - Text as Data What will I learn You will learn the fundamental challenge of NLP: converting human language into numbers ma

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182.364 STEM

9 days ago

Learn AI Series (#29) - Time Series Forecasting - Predicting What Comes Next Learn AI Series (#29) - Time Series Forecasting - Predicting What Comes Next What will I learn You will learn ARIMA -- the classical time series workhorse that has been the gold

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2.214 STEM